Attention is Not Always What You Need: Towards Efficient Classification of Domain-Specific Text.
Yasmen WahbaNazim H. MadhavjiJohn SteinbacherPublished in: CoRR (2023)
Keyphrases
- domain specific
- pattern recognition
- classification scheme
- image classification
- pattern classification
- support vector
- classification accuracy
- general purpose
- document categorization
- domain independent
- text classification
- text mining
- free text
- text documents
- classification method
- classification systems
- feature vectors
- supervised machine learning
- feature space
- decision trees
- information retrieval
- classification process
- support vector machine svm
- decision rules
- automatic classification
- machine learning
- database
- automatic categorization
- document classification
- classification rules
- classification algorithm
- training samples
- supervised learning
- support vector machine
- training set
- feature selection
- data mining